Investigating the impact of global market trends and market interaction on the Indian stock market through statistical time series modeling

R. Maheshwari, V. Kapoor
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Abstract

Abstract In today’s age, Stock Market is considered to be one of the most thrilling and challenging financial activities. Due to globalization, it can easily be said that the fluctuations seen in the stock market are the result of the flow of information. In order to get this information, one way is to get the stock prices of another market across the globe. With the advancement in global trades and interdependency of various markets, it can easily be concluded that there would be a great degree of interrelation between the national market and the global. This understanding of inter relation between national and global markets plays an important role in pricing, forecasting, and equivocation activities. In order to predict the Indian market the information is gathered overnight in other stock markets such as NYSE (New York Stock Exchange), LSE (London Stock Exchange), and All ordinates. (Australian all Ordinaries) can be taken into consideration. The opening value of the Indian market can be predicted considering the closing values of mentioned stock markets. The proposed work empirically investigates how Indian National Stock Exchange (NSE) gets affected by other global stock markets. The proposed work does a comprehensive analysis in order to understand the co-movement and exchange of information from NYSE, LSE, and All Ordinates to the NSE. We found a strong correlation between these stock markets during our study period and we can easily conclude that using this correlation we can predict the value of NSE based on the index of other stock markets i.e. NYSE, LSE, and All ordinates.
通过统计时间序列模型研究全球市场趋势和市场相互作用对印度股市的影响
在当今时代,股票市场被认为是最激动人心、最具挑战性的金融活动之一。由于全球化,我们可以很容易地说,股票市场的波动是信息流动的结果。为了获得这些信息,一种方法是获得全球另一个市场的股票价格。随着全球贸易的发展和各种市场的相互依存,很容易得出结论,国内市场与全球市场之间的相互关系将会很大。这种对国内和全球市场之间相互关系的理解在定价、预测和模棱两可的活动中起着重要作用。为了预测印度市场,在其他股票市场(如NYSE(纽约证券交易所)、LSE(伦敦证券交易所)和所有坐标)收集信息。(Australian all Ordinaries)可以考虑。考虑到上述股票市场的收盘价,可以预测印度市场的开盘价。提出的工作实证调查印度国家证券交易所(NSE)如何受到其他全球股票市场的影响。拟议的工作进行了全面的分析,以了解从纽约证券交易所,伦敦证券交易所和所有坐标到NSE的信息的共同运动和交换。在我们的研究期间,我们发现这些股票市场之间存在很强的相关性,我们可以很容易地得出结论,利用这种相关性,我们可以根据其他股票市场(即NYSE, LSE和All坐标)的指数来预测NSE的价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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